For an extensive overview of B-spline basis functions, we refer the reader to [1]}. As a default, we choose cubic splines for modeling both the main and interaction effects throughout the paper; however, one could vary the degree of the B-splines as required. We now describe the choice of B-splines for modeling the interaction effects and main effects in Sections REF  and REF , respectively.
